INDIVIDUAL MCP TOOL

who_wins_instead

The products the AI assistants name instead of yours, and the sites they cite, each with how many answers it appears in, from your latest Pro report.

frontstat.comnone authenticationAvailability not checked

LIVE ENDPOINT

https://frontstat.com/api/mcp

No auth detected

Connect to this endpoint to inspect the live schema for who_wins_instead and invoke it with your own arguments.

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.frontstat]
url = "https://frontstat.com/api/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "frontstat": {
      "type": "http",
      "url": "https://frontstat.com/api/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: frontstat
Remote MCP URL: https://frontstat.com/api/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "frontstat": {
      "url": "https://frontstat.com/api/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "frontstat": {
      "type": "http",
      "url": "https://frontstat.com/api/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "frontstat",
  "transport": "streamable-http",
  "url": "https://frontstat.com/api/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

check_public_launch — Look up a product launch that FrontStat already tracks: its name, its rank on this week's or this month's launch board, its visibility score (0 to 100), and whether ChatGPT, Claude and Gemini recommend it for its buyer question, with the products they name instead.
get_visibility — Your latest FrontStat Pro report: date, visibility score, whether each AI assistant recommends your product for your main buyer question and who it names instead, and for your 10 buyer questions how many answers recommend you (X of Y) per assistant.
list_buyer_questions — Each buyer question FrontStat asks the AI assistants about your market, with yes or no per assistant: does the answer recommend your product.
cited_sites — The sites the AI assistants cite most when they answer your buyer questions, with how many answers cite each one, your own domain left out.
visibility_history — One point per day for the last 30 days: your visibility score and how many answers recommend your product.